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Lawrence Thatcher's Projects

compass icon compass

Adds implementation for interacting with AngularJS and D3 elements using Selenium.

config icon config

some basic configuration scripts

cs-256 icon cs-256

Functional Prototype Demo repository

d3-sankey icon d3-sankey

Visualize flow between nodes in a directed acyclic network.

d3-scale icon d3-scale

Encodings that map abstract data to visual representation.

distmaps icon distmaps

mini repo for displaying and evaluating gradient-maps for temporal data

flash-detect icon flash-detect

Sample project for detecting a red-flash in a video using TypeScript, Angular 2, and tracking.js.

gfmm icon gfmm

Implementation of a General Fuzzy Min-Max Neural Network using numpy.

git-horror icon git-horror

A collection of horrible and dangerous git scripts that I use out of pure laziness.

graph-cut icon graph-cut

Graph-cut Image Segmentation ---------------------------- Implements Boykov/Kolmogorov’s Max-Flow/Min-Cut algorithm for computer vision problems. Two gray-scale images have been used to test the system for image segmentation (foreground/background segmentation) problem. Steps: 1. defined the graph structure and unary and pairwise terms. For graph structure, i have used available packages/libraries such as PyMaxflow. 2. likelihood function for background and foreground has been generated. 3. General energy function consisting of unary and pairwise energy functionals have been written. 4. Likelihood maps (intensity map ranging from 0 to 1) for foreground and background have been displayed. 5. Use Boykov/Kolmogorov maxflow / mincut approach for solving the energy minimization problem. 6. Final segmentation have been displayed. Created an image for which the background pixels are red, and the foreground pixels have the color of the input image. Relevant paper can be found here: http://www.csd.uwo.ca/~yuri/Papers/pami04.pdf

hidden-video icon hidden-video

Proof of Concept project using videogular and Angular to read data from a video, even when hidden.

mcmc icon mcmc

Repository for MCMC labs from CS 677.

mlp icon mlp

A python implementation of a simple Multi-Layer Perceptron Neural Network, using the vector representation.

mock-fs icon mock-fs

Simple proof-of-concept mock file system example written in python.

proto-steve icon proto-steve

Experimental repo for creating Minecraft bots using mineflayer.

save-iris icon save-iris

A simple hack script for saving the iris data set and saving it in .csv format.

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